{"id":"W4385863179","doi":"10.59962/9780774854399-fm","title":"Front Matter","year":2007,"lang":"en","type":"paratext","venue":"University of British Columbia Press eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Physics; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000107317,0.0001226616,0.0003155239,0.00002150749,0.0001191513,0.0001050682,0.0007415138,0.0003107482,0.253408],"category_scores_gemma":[0.000003648932,0.0003136358,0.0001465897,0.00001209827,0.0005282167,0.0000998911,0.0006990551,0.00027725,0.01991169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411547,"about_ca_system_score_gemma":0.00001801472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7812804,"about_ca_topic_score_gemma":0.3110909,"domain_scores_codex":[0.9985058,0.00005159977,0.0001884191,0.0004496921,0.0005100749,0.0002943968],"domain_scores_gemma":[0.9993283,0.00003832297,0.0002026879,0.0002874622,0.00004242476,0.0001007711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001305524,0.00003845982,0.0005144216,0.00004264953,0.00004706151,0.0001415182,0.0001093446,0.00002217495,0.00002219446,0.000003085455,0.9945082,0.004537816],"study_design_scores_gemma":[0.0003125138,0.00002891357,0.009918153,0.0002022555,0.00004184433,0.00003232709,0.00003728409,0.00001673201,0.0000267813,0.00004550847,0.9890246,0.0003131146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01080588,0.00008727195,0.0001335644,0.000006220218,0.0004653576,0.0002801805,0.0007243811,0.00002230305,0.9874749],"genre_scores_gemma":[0.007298624,0.00005058381,0.001057936,0.0001268729,0.00007436774,4.237398e-7,0.00009152477,0.00002762202,0.991272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4701895,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007748871943921901,"score_gpt":0.1867168875364724,"score_spread":0.1789680155925505,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}